OT-CP uses Monge-Kantorovich vector ranks to build conformal prediction regions for multivariate scores, with finite-sample coverage guarantees and flexible, non-convex shapes.
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Optimal Transport-based Conformal Prediction
OT-CP uses Monge-Kantorovich vector ranks to build conformal prediction regions for multivariate scores, with finite-sample coverage guarantees and flexible, non-convex shapes.